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Huihui MoE 23B A4B by huihui-ai

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Model Card on HF 🤗: https://huggingface.co/huihui-ai/Huihui-MoE-23B-A4B 

Huihui MoE 23B A4B Benchmarks

LLME Score: 0.27932
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Huihui MoE 23B A4B (huihui-ai/Huihui-MoE-23B-A4B)
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Huihui MoE 23B A4B Parameters and Internals

LLM NameHuihui MoE 23B A4B
Repository 🤗https://huggingface.co/huihui-ai/Huihui-MoE-23B-A4B 
Base Model(s)  Qwen/Qwen3-4B   Jan Nano   Qwen3 4B Esper3   Crux Qwen3 OpenThinking 4B   XformAI-india/Qwen3-4B-medicaldataset   Tesslate/UIGEN-T3-4B-Preview   radm/prophet-qwen3-4b-sft   GRAM Qwen3 4B RewardModel   Qwen/Qwen3-4B   Menlo/Jan-nano   ValiantLabs/Qwen3-4B-Esper3   prithivMLmods/Crux-Qwen3_OpenThinking-4B   XformAI-india/Qwen3-4B-medicaldataset   Tesslate/UIGEN-T3-4B-Preview   radm/prophet-qwen3-4b-sft   NiuTrans/GRAM-Qwen3-4B-RewardModel
Model Size23.2b
Required VRAM46.6 GB
Updated2025-07-11
Maintainerhuihui-ai
Model Typeqwen3_moe
Model Files  5.0 GB: 1-of-10   5.0 GB: 2-of-10   5.0 GB: 3-of-10   5.0 GB: 4-of-10   5.0 GB: 5-of-10   5.0 GB: 6-of-10   5.0 GB: 7-of-10   5.0 GB: 8-of-10   5.0 GB: 9-of-10   1.6 GB: 10-of-10
Model ArchitectureQwen3MoeForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.52.4
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

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Instruction Following and Task Automation  
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Data Analysis and Insight Generation  
Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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